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with other changing environmental conditions. Lab experiments will move from association to mechanism. Methanotrophs will be enriched and isolated from lake water and sediment. Co-cultures will test
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-informed machine learning (PIML) with domain-specific engineering knowledge. By embedding physical laws and corrosion mechanisms into data-driven models, the research will produce more accurate
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the current gap between the outputs of research focused studies of volcanic tsunami risk, mechanisms and scenarios, and how effectively these outputs inform and support volcanic-tsunami monitoring and hazard
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-transforming gene-binding factor (PBF) is a ubiquitously expressed transmembrane glycoprotein with an emerging critical role in signal transduction. PBF overexpression in vitro can induce cellular proliferation
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into standardized features. Transformer-Based Risk Prediction: A central component of this project involves developing your own time-aware transformer model. This predictive back-end will be trained on world-leading
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functionally complex molecular and supramolecular hosts, including coordination cages(2,3), frameworks(4) and mechanically interlocked molecules(5,6), for a wide range of applications. Please visit our group
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marine applications. The successful candidate will work closely with multidisciplinary teams spanning mechanical, electrical, and marine engineering, contributing to the advancement of clean energy
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the challenges posed by implant-associated infections (IAIs), SHIELD aims to deepen our understanding of IAI mechanisms and develop innovative antibacterial biomaterials to improve patient outcomes. Structured
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in Central Asia and will examine how some reforms aim to entrench authoritarian rule through constitutional engineering, while others introduce mechanisms aligned with international standards—such as